Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9668967 | 0.8279652 | 0.5541193 |
| bt | 0.9345603 | 0.7496805 | 0.4251966 |
| maxnet | 0.9170501 | 0.7253962 | NA |
| gam | 0.9125767 | 0.6553553 | 0.4478272 |
| glm | 0.9285532 | 0.7192612 | 0.4091922 |